Triple

T19362615
Position Surface form Disambiguated ID Type / Status
Subject Crossfire E484318 entity
Predicate hadHost P46400 FINISHED
Object Mary Matalin
Mary Matalin is an American political consultant and commentator known for her work with Republican campaigns and frequent television appearances.
E1371818 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Mary Matalin | Statement: [Crossfire, hadHost, Mary Matalin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mary Matalin
Context triple: [Crossfire, hadHost, Mary Matalin]
  • A. Margaret Hoover
    Margaret Hoover is an American political commentator, author, and television host best known for hosting PBS’s "Firing Line" and for her work as a Republican strategist.
  • B. Peggy Noonan
    Peggy Noonan is an American political columnist, author, and former speechwriter best known for her work with President Ronald Reagan and her influential commentary in The Wall Street Journal.
  • C. Margaret McConnell
    Margaret McConnell was the wife of British actor and comedian Deryck Guyler.
  • D. Jeane Kirkpatrick
    Jeane Kirkpatrick was an American political scientist and diplomat who served as U.S. Ambassador to the United Nations under President Ronald Reagan and was known for her influential conservative foreign policy views.
  • E. Ann Coulter
    Ann Coulter is a conservative American political commentator, author, and lawyer known for her provocative and often controversial commentary on U.S. politics and culture.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Mary Matalin
Triple: [Crossfire, hadHost, Mary Matalin]
Generated description
Mary Matalin is an American political consultant and commentator known for her work with Republican campaigns and frequent television appearances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mary Matalin
Target entity description: Mary Matalin is an American political consultant and commentator known for her work with Republican campaigns and frequent television appearances.
  • A. Margaret Hoover
    Margaret Hoover is an American political commentator, author, and television host best known for hosting PBS’s "Firing Line" and for her work as a Republican strategist.
  • B. Peggy Noonan
    Peggy Noonan is an American political columnist, author, and former speechwriter best known for her work with President Ronald Reagan and her influential commentary in The Wall Street Journal.
  • C. Margaret McConnell
    Margaret McConnell was the wife of British actor and comedian Deryck Guyler.
  • D. Jeane Kirkpatrick
    Jeane Kirkpatrick was an American political scientist and diplomat who served as U.S. Ambassador to the United Nations under President Ronald Reagan and was known for her influential conservative foreign policy views.
  • E. Ann Coulter
    Ann Coulter is a conservative American political commentator, author, and lawyer known for her provocative and often controversial commentary on U.S. politics and culture.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8e8d305088190ad13571532aa454c completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e619a897008190a2c62a50ca60de2d completed April 20, 2026, 12:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0724121ba48190b4246ddc8486eac0 completed May 15, 2026, 1:48 p.m.
NEDg Description generation batch_6a0724b06e688190b33ff7c5a734661f completed May 15, 2026, 1:50 p.m.
NED2 Entity disambiguation (via description) batch_6a0726b56b548190829a0ec5af6fb929 completed May 15, 2026, 1:59 p.m.
Created at: April 10, 2026, 1:34 p.m.